KMS Chongqing Institute of Green and Intelligent Technology, CAS
| Joint redundancy and inspection-based maintenance optimization for series-parallel system | |
Yao, Yuan ; He, Pan; Zheng, Zhihao; Tan, Chun; Yuan, Yue
| |
| 2015 | |
| 摘要 | While researchers have concentrated on the optimization of joint redundancy and maintenance mechanism, maintenance in computing systems is quite different from that in traditional systems. Considering a routine monitoring and inspection mechanisms is conducted to detect component status and trigger repair process, this paper pays attention to the optimization problem of joint redundancy and inspection-based maintenance mechanism. After conducting steady state analysis on subsystems using inspection-based maintenance, shared repair facility and component redundancy, optimization model is built to search appropriate system structure and maintenance policy which maximizes system performance while meeting availability and cost constraints. Due to the complexity of uncertain optimization model, genetic algorithm is used to search optimal solution, using triple-element encoding mechanism and specifically designed operators. Illustrative examples are conducted to show that the optimization model and corresponding solution technique could be used to search optimal system configuration under given constraints and different cost constraints would lead to different optimization result while meeting availability constraints. © Springer International Publishing Switzerland 2015. |
| 语种 | 英语 |
| DOI | 10.1007/978-3-319-27137-8_54 |
| 会议(录)名称 | 15th International Conference on Algorithms and Architectures for Parallel Processing, ICA3PP 2015
 |
| 页码 | 741-755 |
| 通讯作者 | He, Pan (hepan@cigit.ac.cn) |
| 收录类别 | EI |
| 会议地点 | Zhangjiajie, China |
| 会议日期 | November 18, 2015 - November 20, 2015 |
